李宏毅深度学习(2017)
https://www.youtube.com/playlist?list=PLJV_el3uVTsPMxPbjeX7PicgWbY7F8wW9
台大李宏毅主讲的Machine Learning and having it Deep and Structured深度学习课程(2017)，课程主页：http://speech.ee.ntu.edu.tw/~tlkagk/courses_MLDS17.html
视频选集
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Review: Basic Structures for Deep Learning Models (Part I)
01:28:28
Review: Basic Structures for Deep Learning Models (Part II)
39:56
Computational Graph & Backpropagation
01:00:55
Deep Learning for Language Modeling
29:58
Spatial Transformer Layer
32:56
Highway Network & Grid LSTM
18:22
Recursive Network
24:58
Conditional Generation by RNN & Attention
01:41:15
Pointer Network - YouTube (HD)
13:34
Batch Normalization
28:57
SELU - YouTube (HD)
25:57
Capsule - YouTube (HD)
25:27
Tuning Hyperparameters - YouTube (HD)
19:37
Interesting things about deep learning - YouTube (HD)
14:31
Generative Adversarial Network
01:59:06
Improved Generative Adversarial Network
02:22:50
RL and GAN for Sentence Generation and Chat-bot
01:29:11
機械学習で美少女化 _ あるいはNEW GAME! の世界 - YouTube (HD)
10:35
Imitation Learning
01:22:06
Evaluation of Generative Models
23:48
Ensemble of GAN
08:15
Energy-based GAN
55:37
Video Generation by GAN
06:23
A3C
01:32:28
Gated RNN and Sequence Generation (Recorded at Fall, 2017) - YouTube (HD)
01:59:52
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